CyberMaryVer / speech-emotion-webappLinks
Speech Emotion Recognition
☆42Updated last year
Alternatives and similar repositories for speech-emotion-webapp
Users that are interested in speech-emotion-webapp are comparing it to the libraries listed below
Sorting:
- ☆50Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆34Updated last year
- A multimodal approach on emotion recognition using audio and text.☆179Updated 4 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆37Updated 2 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆29Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆38Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆34Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆72Updated 3 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 10 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- ☆108Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 4 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 10 months ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆46Updated 3 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆171Updated 2 years ago
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆174Updated last year
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆132Updated 5 months ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆21Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆203Updated 2 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago